| Fairness in deep learning: A survey on vision and language research O Parraga, MD More, CM Oliveira, NS Gavenski, LS Kupssinskü, ... ACM Computing Surveys, 2023 | 59* | 2023 |
| Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines. C Mattjie, LV de Moura, RC Ravazio, LS Kupssinskü, O Parraga, ... CoRR abs/2305.00109, 2023 | 44* | 2023 |
| COVID-19 classification in X-ray chest images using a new convolutional neural network: CNN-COVID PM De Sousa, PC Carneiro, MM Oliveira, GM Pereira, CA da Costa Junior, ... Research on Biomedical Engineering, 1-11, 2021 | 37 | 2021 |
| Explainable machine learning for COVID-19 pneumonia classification with texture-based features extraction in chest radiography LV Moura, C Mattjie, CM Dartora, RC Barros, AM Marques da Silva Frontiers in digital health 3, 662343, 2022 | 26 | 2022 |
| A novel approach to differentiate COVID-19 pneumonia in chest X-ray LV de Moura, CM Dartora, CM de Oliveira, RC Barros, AMM da Silva 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 5 | 2020 |
| Texture-based feature extraction for Covid-19 pneumonia classification using chest radiography L Moura, C Dartora, C Mattjie, R Barros, AMM da Silva EAI Endorsed Transactions on Bioengineering and Bioinformatics, 2021 | 4 | 2021 |
| A new model for classification of medical CT images using CNN: a COVID-19 case study PM de Sousa, PC Carneiro, GM Pereira, MM Oliveira, CA da Costa Junior, ... Multimedia Tools and Applications 82 (16), 25327-25355, 2023 | 2 | 2023 |
| Towards a Classification Model using CNN and Wavelets applied to COVID-19 CT images PM de Sousa, PC Carneiro, GM Pereira, MM Oliveira, CA da Costa Junior, ... Research, Society and Development 11 (5), e2411527919-e2411527919, 2022 | 1 | 2022 |
| Exploring the radiomics approach for covid-19 identification in lung computed tomography CM Oliveira Pontifícia Universidade Católica do Rio Grande do Sul, 2022 | 1 | 2022 |
| Technology and Dementia Preconference D Arnold, WV Borelli, LS Machado, N Rahmouni, J Therriault, S Servaes, ... Alzheimer's & dementia: the journal of the Alzheimer's Association 20, e094238, 2024 | | 2024 |
| A machine learning approach to predict amyloid and tau positivity using clinical features D Arnold, WV Borelli, LS Machado, N Rahmouni, J Therriault, S Servaes, ... Alzheimer's & Dementia 20, e091844, 2024 | | 2024 |
| Biomarkers D Arnold, WV Borelli, LS Machado, N Rahmouni, J Therriault, S Servaes, ... Alzheimer's & dementia: the journal of the Alzheimer's Association 20, e091844, 2024 | | 2024 |
| A machine learning approach to predict tau positivity using clinical features in amyloid‐positive individuals D Arnold, WV Borelli, LS Machado, N Rahmouni, J Therriault, S Servaes, ... Alzheimer's & Dementia 20, e094238, 2024 | | 2024 |
| Craving for a Robust Methodology: A Systematic Review of Machine Learning Algorithms on Substance-Use Disorders Treatment Outcomes BP de Mattos, C Mattjie, R Ravazio, RC Barros, R Grassi-Oliveira International Journal of Mental Health and Addiction, 1-28, 2024 | | 2024 |
| One against many: exploring multi-task learning generalization in source-code tasks O Parraga, LS Kupssinskü, C Mattjie, RC Barros 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | | 2024 |
| Unlocking The Potential Of Vision-Language Models For Mammography Analysis LV de Moura, R Ravazio, C Mattjie, LS Kupssinskü, CMDS Freitas, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024 | | 2024 |
| Semi-supervised learning for mRALE score prediction in COVID-19 chest radiographs C Mattjie, LV de Moura, RC Ravazio, O Parraga, LS Kupssinskü, ... Medical Imaging 2024: Computer-Aided Diagnosis 12927, 33-38, 2024 | | 2024 |
| Radiomics for predicting oxygen necessity in COVID-19 patients using longitudinal lung computed tomography R Ravazio, C Mattjie, LV De Moura, L Kupssinskü, RC Barros, ... 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering …, 2023 | | 2023 |
| A Framework for Visualizing HCI Pattern Languages through Network Diagrams DM Rosa, A Gnecco, M Silveira, C Mattjie, RC Barros, S Apuzzo, ... Proceedings of the 29th Conference on Pattern Languages of Programs, 1-11, 2022 | | 2022 |
| Um framework para visualização de linguagens de padrões de IHC através de diagramas de rede DM DA ROSA, A GNECCO, M SILVEIRA, C MATTJIE | | 2022 |
Luis Vinicius de MouraMaster's Degree Student, Pontifícia Universidade Católica do Rio Grande do SulVerificeret mail på acad.pucrs.br
